curvature | A full-featured editor for working with Utility-based AI | Artificial Intelligence library
kandi X-RAY | curvature Summary
kandi X-RAY | curvature Summary
Curvature is a full-featured Utility-based AI editor and sandbox tool. The project provides a complete playground for creating, editing, and testing decision-making AI. Under the hood, Curvature uses Utility Theory to model the appeal of various behaviors. Specifically, Curvature is based on the Infinite Axis Utility System by Dave Mark. Curvature builds on the IAUS approach and includes enhancements and refinements developed during work on Guild Wars 2: Heart of Thorns as well as Guild Wars 2: Path of Fire. Curvature is fully data-driven and supports the creation of a complete AI pipeline, from the core knowledge-base accessed by agents, to the specific considerations that drive the scoring of individual behaviors. The result is an end-to-end solution for modeling and testing AI, including a simple world representation that allows designers or AI programmers to place agents in a virtual space and see how they would choose to behave. For complete project documentation, please see the Curvature wiki.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of curvature
curvature Key Features
curvature Examples and Code Snippets
def haversine_distance(lat1: float, lon1: float, lat2: float, lon2: float) -> float:
"""
Calculate great circle distance between two points in a sphere,
given longitudes and latitudes https://en.wikipedia.org/wiki/Haversine_formula
Community Discussions
Trending Discussions on curvature
QUESTION
I'm struggling with the following issue. I visualized a big social network and would like to customize the color palette of the edges captured in geom_segment
for better visibility. For instance, I want to replace my blue scale by a red scale. How can I achieve that in the easiest way possible?
I have the following code which is working fine:
...ANSWER
Answered 2021-Jun-14 at 07:36Thanks to stefan, I used the following code which changed the color from blue to red using scale_color_gradient
.
QUESTION
I have 4 postgres tables:
- Fruit with attribute freshness (int) that goes to 1 to 5 and a serial id pk
- Banana with curvature (int) that goes from 0 to 360 and a serial id pk that is both foreign key to fruit and bananas primary key
- Apple with color as text and the same fk pk id
- pineapple with weight as int and the same fk id as the other two
Heres an example for a fruit (you can imagine the others, they are very similar):
...ANSWER
Answered 2021-Jun-03 at 13:27You can qualify each table column and check them for non-nullity in a case statement
QUESTION
I would like to make an animation of TOF-MS spectrometer (time-of-flight mass spectrometry) using the 'for' statement. I am able to make a script which animates the flight of ions inside the tube. This is the script:
...ANSWER
Answered 2021-Jun-02 at 00:03You are creating axes
on each iteration of the loop with this line
QUESTION
I have a 3d array representing a volume. Every voxel keeps a vector (k1, k2) as its local principle curvature.
Now, I need to visualize this volume by color (just like the picture below). So I need to convert it to a RGBA volume. Is there any algorithm to implement transfer function from (k1, k2) to (r, g, b, a)? Thanks!
...ANSWER
Answered 2021-May-12 at 06:52I basically copy pasted the solution for
Visualize Optical Flow with color model
Code from OpenCV's tutorial:
QUESTION
Goal: The goal of this program is to find additional accelerators to the convergence process of cubic or n-polynomial root finding methods/algorithms.
Problem: The code can not tabulate one variable from the upper section of while loops for some unknown reason I can't delineate. Variable "tbl_val_6" is not defined despite it being clearly defined above (in the code) in the sixth loop. (See sixth line in "Tabulation" code...)
Tabulation:
...ANSWER
Answered 2021-Apr-20 at 07:16Are you sure of the value of crit_lim_low
?
You define tbl_val_6
in an if clause in a while loop with both the loop and the if clause dependent on the value of crit_lim_low
.
If crit_lim_low
is <= 0.0005 then the while loop wont run at all, and you wont define your variable.
QUESTION
I have an array of geocoordinates as follows:
...ANSWER
Answered 2021-Apr-19 at 14:19index.js
QUESTION
I am trying to understand a few slides from this source
Specifically, this example at slide 59:
The part I do not understand is how to go from the chain-code to the curvature.
I believe the formula is given in slide 56:
But if I try to implement this in python I get different results. For example:
...ANSWER
Answered 2021-Apr-02 at 15:14The "curvature" in the first image is the difference between two subsequent "chain-codes" modulo 8. So for example for chain codes 0 0 2 0 1 0 7 6 0 0
the 4th entry in curvature is 1-0 = 1 while the sixth is 7-0 = 7 = -1 (mod 8). In Python you can calculate it like this:
QUESTION
I wanted to use a placeholder image. Unfortunately it's a mess in Inkscape.
The person who made it added a second layer (but Inkscape doesn't consider it a layer so I'm not entirely sure). The second layer adds a background-color
. They did this because the nodes that make up the image of the cat are backwards! So when I set the fill it fills in the background behind the cat instead of the cat! So they basically added a second layer (or object?) to add color to the cat.
How do I inverse the nodes so that when I set the fill it fills in the background-color
of the cat without the need for the second layer.
I basically want the cat to be black and the background to be transparent.
...ANSWER
Answered 2021-Mar-28 at 19:56Ugh. Editing Inkscape or Illustrator generated SVG is like clearing a toilet blockage with your hands.
Anyway - here is a version that works with all the crap cleaned out. It uses a filter to do the inversion - I wasn't touching that path definition!
QUESTION
I have a dataset for curvature and I need to find the tangent to the curve but unfortunately, this is a bit far from the curve. Kindly guide me the issue solution related to the problem. Thank you! My code is as follows:
...ANSWER
Answered 2021-Jan-22 at 20:07I am not sure how you wanted to use numpy polyfit/polyval
to determine the tangent formula. I describe here a different approach. The advantage of this approach is that it does not have any assumptions about the nature of the function. The disadvantage is that it will not work for vertical tangents.
To be on the safe side, I have considered both cases, i.e., that the evaluated x-value is a data point in your series and that it is not. Some problems may arise because I see that you mention timestamps in your question without specifying their nature by providing a toy dataset - so, this version may or may not work with the datetime objects or timestamps of your original data:
QUESTION
I have a dataset for curvature and I need to find the tangent to the curve. My code is as follows but unfortunately, I am not getting the required resut:
...ANSWER
Answered 2021-Jan-21 at 20:37Most likely just a scaling problem that we can address by creating a twin axis for the gradient that is scaled independently of the original data. To be on the safe side, we also provide the x-values to np.gradient in case they are not evenly spaced.
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